| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-PPG | Age-Adj | D3e-PPG | Age-Adj |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 2013-14 | Owatonna High (W) | USHS-MN-W | 25 | 6 | 5 | 11 | 0.440 | 0.0664 | 0.0664 | — | — |
| 2014-15 | Owatonna High (W) | USHS-MN-W | 24 | 13 | 11 | 24 | 1.000 | 0.1510 | 0.1510 | — | — |
| 2015-16 | Owatonna High (W) | USHS-MN-W | 25 | 36 | 12 | 48 | 1.920 | 0.2899 | 0.2899 | — | — |
| Season | School | Div | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Adrian | D3 | NCHA | — | 30 | 28 | 20 | 48 | 1.600 |
| 2021-22 | Adrian | D3 | NCHA | — | 25 | 11 | 12 | 23 | 0.920 |
| 2020-21 | Adrian | D3 | NCHA | — | 21 | 20 | 14 | 34 | 1.619 |
| 2019-20 | Adrian | D3 | NCHA | — | 28 | 9 | 16 | 25 | 0.893 |
| 2018-19 | Adrian | D3 | NCHA | — | 18 | 9 | 3 | 12 | 0.667 |
How to read this: NCAAe and D3e factors convert a player's junior PPG into expected NCAA scoring at the D1 or D3 level. Harder conferences → lower projected PPG for the same player. A strong junior player (e.g. USHL 0.90 PPG) will project much higher in NESCAC than Big Ten because the D3 scoring environment is lower-difficulty.
Strength factor: conferences above 1.0 are harder than average; below 1.0 are easier. The formula is: Base NCAAe PPG ÷ Conference Strength = Projected PPG.